Dimitrios S. Nikolopoulos

Virginia Tech

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Tool Use & Agents (1)Training Efficiency & Optimization (1)

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Sina Heidari (1)

Papers (1)

Apr 29, 2026

3w ago

FACT: Compositional Kernel Synthesis with a Three-Stage Agentic Workflow

Automating CUTLASS kernel synthesis and auto-tuning lets you get 2.79x speedups on real models like MiniGPT just by having an LLM rewrite your PyTorch.

Sina Heidari, Dimitrios S. Nikolopoulos

Code Generation & Program Synthesis Tool Use & Agents Training Efficiency & Optimization

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Dimitrios S. Nikolopoulos

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)